Senior Data Scientist (m/f/d)
Core
Build and improve machine-learning products operating at exceptional scale within the digital advertising ecosystem, handling billions of ad requests and users in real time.
Role type
Senior IC machine-learning engineer (ad-tech)
Builds
Scalable supervised and unsupervised learning algorithms, neural-network-based products, and monitoring solutions for programmatic advertising systems.
Domain
Digital advertising / Ad-Tech / Machine Learning
Deliverable
production ML models
Required skills
Python, Spark, Hadoop, Airflow, Docker, SQL, large-scale dataset handling, sparse data modeling, clustering, outlier detection, A/B testing design, neural networks (classification, regression, multi-task learning)
Preferred skills
Reinforcement learning, large-scale optimization
Technologies
Spark, Hadoop, Airflow, Docker, SQL
Responsibilities
Develop and maintain ML models for programmatic advertising; enhance models with new features and data sources; research and deploy scalable algorithms; explore data sources to improve performance; design and analyze A/B tests; build reproducible production code; develop monitoring dashboards and tools.
Seniority
Senior, hands-on IC
